Marco Carone

发表

Nonparametric variable importance using an augmented neural network with multi-task learning

Jean Feng, Brian D. Williamson, Marco Carone, 2018, ICML.

Toward Computerized Efficient Estimation in Infinite-Dimensional Models

Marco Carone, Mark J van der Laan, Alexander R Luedtke, 2016, Journal of the American Statistical Association.

Prediction of VRC01 neutralization sensitivity by HIV-1 gp160 sequence features

Marco Carone, Noah Simon, Craig A Magaret, 2019, PLoS Comput. Biol..

Targeted Minimum Loss-Based Estimation of a Causal Effect Using Interval-Censored Time-to-Event Data

Mark J. van der Laan, Marco Carone, Maya L. Petersen, 2012 .

Higher-Order Targeted Loss-Based Estimation

Mark J. van der Laan, Marco Carone, Iván Díaz, 2018 .

Nonparametric variable importance assessment using machine learning techniques

Marco Carone, Noah Simon, Peter B Gilbert, 2020, Biometrics.

The Balance Super Learner: A robust adaptation of the Super Learner to improve estimation of the average treatment effect in the treated based on propensity score matching

Marco Carone, Romain Pirracchio, R. Pirracchio, 2018, Statistical methods in medical research.

Improved estimation of the cumulative incidence of rare outcomes

Marco Carone, Peter B Gilbert, David Benkeser, 2018, Statistics in medicine.

Distance‐based analysis of variance for brain connectivity

Robert Schultz, Ragini Verma, Drew Parker, 2019, Biometrics.

Inference for Treatment-Specific Survival Curves Using Machine Learning

Marco Carone, Ted Westling, Alex Luedtke, 2021, Journal of the American Statistical Association.

Assessment of Immune Correlates of Protection via Controlled Vaccine Efficacy and Controlled Risk

Marco Carone, Youyi Fong, Peter B. Gilbert, 2021, 2107.05734.

Individualized treatment rules under stochastic treatment cost constraints

Marco Carone, Alex Luedtke, Hongxiang Qiu, 2022 .

Combining biomarkers by maximizing the true positive rate for a fixed false positive rate.

Marco Carone, Kathleen F Kerr, Allison Meisner, 2021, Biometrical journal. Biometrische Zeitschrift.

A General Framework for Inference on Algorithm-Agnostic Variable Importance

Brian D. Williamson, Marco Carone, Peter B. Gilbert, 2020, Journal of the American Statistical Association.

Inference on function-valued parameters using a restricted score test

Ali Shojaie, Marco Carone, Aaron Hudson, 2021, 2105.06646.

Universal sieve-based strategies for efficient estimation using machine learning tools.

Marco Carone, Hongxiang Qiu, Alex Luedtke, 2021, Bernoulli : official journal of the Bernoulli Society for Mathematical Statistics and Probability.

Global sensitivity analysis for repeated measures studies with informative drop‐out: A semi‐parametric approach

Marco Carone, Aidan McDermott, Nicola Lunardon, 2018, Biometrics.

Second-opinion consultations in neuroradiology.

Marco Carone, David M Yousem, J. Lewin, 2010, Radiology.

Brain death declaration

Marco Carone, Pratik V. Patel, Farrah J Mateen, 2015, Neurology.

Correcting an estimator of a multivariate monotone function with isotonic regression.

Marco Carone, Mark J van der Laan, Ted Westling, 2018, Electronic journal of statistics.

Higher-order Targeted Minimum Loss-based Estimation

Mark J. van der Laan, Marco Carone, Iván Díaz, 2014 .

Discussion of “Deductive derivation and turing‐computerization of semiparametric efficient estimation” by Frangakis et al.

Marco Carone, Mark J van der Laan, Alexander R Luedtke, 2015, Biometrics.

Second-Order Inference for the Mean of a Variable Missing at Random

Marco Carone, Mark J van der Laan, Iván Díaz, 2015, The international journal of biostatistics.

Sequential Double Robustness in Right-Censored Longitudinal Models

Marco Carone, Oleg Sofrygin, Alexander R. Luedtke, 2017, 1705.02459.

Computerizing Efficient Estimation of a Pathwise Differentiable Target Parameter

Mark J. van der Laan, Marco Carone, Alexander R. Luedtke, 2015 .